PPaperPicks

Jia Wu

Macquarie University, Sydney, Australia

41 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1371-5801 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×11IJCAI ×7AAAI ×3ICDM ×3WSDM ×3ACL ×2EMNLP ×2ICWS ×2SIGKDD ×2CIKM ×1EDBT ×1ICDE ×1MICCAI ×1SDM ×1SIGIR ×1

Frequent coauthors

Jian Yang
×21
Amin Beheshti
×12
Shan Xue
×11
Zitai Qiu
×9
Wenbin Hu
×8
Quan Z. Sheng
×8
Congbo Ma
×7
Kun Li
×5
Xiantao Cai
×5
Xiaoxiao Ma
×4
Hao Peng
×4
Jing Du
×4

Papers

  1. Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation
    WSDM 2026 ·
    Rongwei Xu
    ,
    Zitai Qiu
    ,
    Pengfei Ding
    ,
    Yan Wang
    , Jia Wu,
    Amin Beheshti
    ,
    Guanfeng Liu
  2. Can Molecular Evolution Mechanism Enhance Molecular Representation?
    AAAI 2026 ·
    Kun Li
    ,
    Longtao Hu
    ,
    Jiameng Chen
    ,
    Hongzhi Zhang
    ,
    Yida Xiong
    ,
    Xiantao Cai
    ,
    Wenbin Hu
    , Jia Wu
  3. Generalized Local Prominence for Source Detection in Real-World Rumor Networks (Extended Abstract)
    ICDE 2026 ·
    Syed Shafat Ali
    ,
    Ajay Rastogi
    ,
    Tarique Anwar
    ,
    Syed Afzal Murtaza Rizvi
    ,
    Jian Yang
    , Jia Wu,
    Quan Z. Sheng
  4. Hi-GMAE: Hierarchical Graph Masked Autoencoders
    WWW 2026 ·
    Chuang Liu
    ,
    Zelin Yao
    ,
    Xueqi Ma
    ,
    Mukun Chen
    ,
    Luzhi Wang
    , Jia Wu,
    Wenbin Hu
  5. LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection
    WWW 2026 ·
    Zitai Qiu
    ,
    Rongwei Xu
    ,
    Congbo Ma
    ,
    Shan Xue
    ,
    Jian Yang
    ,
    Guanfeng Liu
    ,
    Quan Z. Sheng
    ,
    Amin Beheshti
    , Jia Wu
  6. MARCH: Multi-Teacher Contrastive Hypergraph Distillation
    WWW 2026 ·
    Rongwei Xu
    ,
    Zitai Qiu
    ,
    Pengfei Ding
    , Jia Wu,
    Yan Wang
    ,
    Amin Beheshti
    ,
    Guanfeng Liu
  7. Modeling Endogenous Logic: Causal Neuro-Symbolic Reasoning Model for Explainable Multi-Behavior Recommendation
    WWW 2026 ·
    Yuzhe Chen
    ,
    Jie Cao
    ,
    Youquan Wang
    ,
    Haicheng Tao
    ,
    Darko B. Vukovic
    , Jia Wu
  8. PIGCN: Physics-Inspired Graph Convolution Networks for Heterogeneous Social Event Detection
    WWW 2026 ·
    Yongsheng Yu
    ,
    Congbo Ma
    ,
    Zitai Qiu
    ,
    Shan Xue
    ,
    Jian Yang
    , Jia Wu
  9. Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning
    WWW 2026 ·
    Zhenyu Yang
    ,
    Ge Zhang
    ,
    Shan Xue
    ,
    Xiaoxiao Ma
    ,
    Jian Yang
    ,
    Hao Peng
    ,
    Amin Beheshti
    , Jia Wu
  10. Sequence-Free for Compound Protein Interaction Prediction
    AAAI 2026 ·
    Hongzhi Zhang
    ,
    Jiameng Chen
    ,
    Kun Li
    ,
    Yida Xiong
    ,
    Xiantao Cai
    ,
    Wenbin Hu
    , Jia Wu
  11. A Multiagent-based Framework on RoboCup Simulation System for Enhancing Rescue Operation during Dynamic Disaster Environments
    WWW 2025 ·
    Qihua Lyu
    ,
    Xin Cao
    ,
    Yongsheng Yu
    ,
    Shan Xue
    ,
    Jian Yang
    , Jia Wu,
    Amin Beheshti
  12. Adaptive User Dynamic Interest Guidance for Generative Sequential Recommendation
    SIGIR 2025 ·
    Kai Zhu
    ,
    Jing Li
    , Jia Wu,
    Yue He
    ,
    Jun Chang
    ,
    Guohao Li
    ,
    Shuyi Zhang
  13. Adversarial Attacks Against Automated Fact-Checking: A Survey
    EMNLP 2025 ·
    Fanzhen Liu
    ,
    Sharif Abuadbba
    ,
    Kristen Moore
    ,
    Surya Nepal
    ,
    Cécile Paris
    , Jia Wu,
    Jian Yang
    ,
    Quan Z. Sheng
  14. Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding
    IJCAI 2025 ·
    Jiameng Chen
    ,
    Xiantao Cai
    , Jia Wu,
    Wenbin Hu
  15. Conformal Graph-level Out-of-distribution Detection with Adaptive Data Augmentation
    WWW 2025 ·
    Xixun Lin
    ,
    Yanan Cao
    ,
    Nan Sun
    ,
    Lixin Zou
    ,
    Chuan Zhou
    ,
    Peng Zhang
    ,
    Shuai Zhang
    ,
    Ge Zhang
    , Jia Wu
  16. Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation
    AAAI 2025 ·
    Nian Rong
    ,
    Fei Xiong
    ,
    Shirui Pan
    ,
    Guixun Luo
    , Jia Wu,
    Liang Wang
  17. Enhanced Social Event Detection through Dynamically Weighted Meta-Paths Modeling
    WWW 2025 ·
    Congbo Ma
    ,
    Zitai Qiu
    ,
    Hu Wang
    ,
    Jing Du
    ,
    Shan Xue
    , Jia Wu,
    Jian Yang
  18. Explicit and Implicit Data Augmentation for Social Event Detection
    ACL 2025 ·
    Congbo Ma
    ,
    Yuxia Wang
    , Jia Wu,
    Jian Yang
    ,
    Jing Du
    ,
    Zitai Qiu
    ,
    Qing Li
    ,
    Hu Wang
    ,
    Preslav Nakov
  19. Exploiting Text Semantics for Few and Zero Shot Node Classification on Text-attributed Graph
    IJCAI 2025 ·
    Yuxiang Wang
    ,
    Xiao Yan
    ,
    Shiyu Jin
    ,
    Quanqing Xu
    ,
    Chuang Hu
    ,
    Yuanyuan Zhu
    ,
    Bo Du
    , Jia Wu,
    Jiawei Jiang
  20. From Dispersed Records to Structured Knowledge: A Graph-based Knowledge Modeling Framework for Archival Resources
    ICWS 2025 ·
    Zhaoyang Zhang
    ,
    Yang Zhang
    ,
    Quan Z. Sheng
    , Jia Wu,
    Yaolin Zhou
  21. Global Interpretable Graph-level Anomaly Detection via Prototype
    SIGKDD 2025 ·
    Zhenyu Yang
    ,
    Ge Zhang
    , Jia Wu,
    Jian Yang
    ,
    Shan Xue
    ,
    Amin Beheshti
    ,
    Hao Peng
    ,
    Quan Z. Sheng
  22. Graph-Structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and Opportunities
    ICWS 2025 ·
    Kun Li
    ,
    Yida Xiong
    ,
    Hongzhi Zhang
    ,
    Xiantao Cai
    , Jia Wu,
    Bo Du
    ,
    Wenbin Hu
  23. Hierarchical Superpixel Segmentation via Structural Information Theory
    SDM 2025 ·
    Minhui Xie
    ,
    Hao Peng
    ,
    Pu Li
    ,
    Guangjie Zeng
    ,
    Shuhai Wang
    , Jia Wu,
    Peng Li
    ,
    Philip S. Yu
  24. STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation
    IJCAI 2025 ·
    Yiming Wang
    ,
    Hao Peng
    ,
    Senzhang Wang
    ,
    Haohua Du
    ,
    Chunyang Liu
    , Jia Wu,
    Guanlin Wu
  25. STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning
    CIKM 2025 ·
    Nasrin Shabani
    ,
    Amin Beheshti
    ,
    Yuankai Qi
    ,
    Venus Haghighi
    ,
    Jin Foo
    , Jia Wu
  26. Self-supervised Time-aware Heterogeneous Hypergraph Learning for Dynamic Graph-level Classification
    WSDM 2025 ·
    Malik Khizar Hayat
    ,
    Shan Xue
    , Jia Wu,
    Bilal Khan
    ,
    Jian Yang
  27. Text is All You Need: LLM-enhanced Incremental Social Event Detection
    ACL 2025 ·
    Zitai Qiu
    ,
    Congbo Ma
    , Jia Wu,
    Jian Yang
  28. An Efficient Automatic Meta-Path Selection for Social Event Detection via Hyperbolic Space
    WWW 2024 ·
    Zitai Qiu
    ,
    Congbo Ma
    , Jia Wu,
    Jian Yang
  29. An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis
    WSDM 2024 ·
    Xuexiong Luo
    ,
    Guangwei Dong
    , Jia Wu,
    Amin Beheshti
    ,
    Jian Yang
    ,
    Shan Xue
  30. Contrastive Learning Drug Response Models from Natural Language Supervision
    IJCAI 2024 ·
    Kun Li
    ,
    Xiuwen Gong
    , Jia Wu,
    Wenbin Hu
  31. Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive Learning for Disorder Analysis
    ICDM 2024 ·
    Guangwei Dong
    ,
    Xuexiong Luo
    ,
    Jing Du
    , Jia Wu,
    Shan Xue
    ,
    Jian Yang
    ,
    Amin Beheshti
  32. Debunking Fake News in Online Social Networks Without Text Analysis
    ICDM 2024 ·
    Xing Su
    ,
    Jian Yang
    , Jia Wu,
    Zitai Qiu
  33. Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification
    MICCAI 2024 ·
    Jing Du
    ,
    Guangwei Dong
    ,
    Congbo Ma
    ,
    Shan Xue
    , Jia Wu,
    Jian Yang
    ,
    Amin Beheshti
    ,
    Quan Z. Sheng
    ,
    Alexis Giral
  34. Graph Anomaly Detection with Few Labels: A Data-Centric Approach
    SIGKDD 2024 ·
    Xiaoxiao Ma
    ,
    Ruikun Li
    ,
    Fanzhen Liu
    ,
    Kaize Ding
    ,
    Jian Yang
    , Jia Wu
  35. Graph Neural Networks for Brain Graph Learning: A Survey
    IJCAI 2024 ·
    Xuexiong Luo
    , Jia Wu,
    Jian Yang
    ,
    Shan Xue
    ,
    Amin Beheshti
    ,
    Quan Z. Sheng
    ,
    David McAlpine
    ,
    Paul F. Sowman
    ,
    Alexis Giral
    ,
    Philip S. Yu
  36. GraphSUM: Scalable Graph Summarization for Efficient Question Answering
    EDBT 2024 ·
    Nasrin Shabani
    ,
    Amin Beheshti
    , Jia Wu,
    Maryam Khanian Najafabadi
    ,
    Jin Foo
    ,
    Alireza Jolfaei
  37. Heterogeneous Subgraph Transformer for Fake News Detection
    WWW 2024 ·
    Yuchen Zhang
    ,
    Xiaoxiao Ma
    , Jia Wu,
    Jian Yang
    ,
    Hao Fan
  38. On Fake News Detection with LLM Enhanced Semantics Mining
    EMNLP 2024 ·
    Xiaoxiao Ma
    ,
    Yuchen Zhang
    ,
    Kaize Ding
    ,
    Jian Yang
    , Jia Wu,
    Hao Fan
  39. TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection
    ICDM 2024 ·
    Venus Haghighi
    ,
    Behnaz Soltani
    ,
    Nasrin Shabani
    , Jia Wu,
    Yang Zhang
    ,
    Lina Yao
    ,
    Quan Z. Sheng
    ,
    Jian Yang
  40. Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders
    IJCAI 2024 ·
    Chuang Liu
    ,
    Yuyao Wang
    ,
    Yibing Zhan
    ,
    Xueqi Ma
    ,
    Dapeng Tao
    , Jia Wu,
    Wenbin Hu
  41. Zero-shot Learning for Preclinical Drug Screening
    IJCAI 2024 ·
    Kun Li
    ,
    Weiwei Liu
    ,
    Yong Luo
    ,
    Xiantao Cai
    , Jia Wu,
    Wenbin Hu